Table 4.
The experimental results for COVID-19, no-findings, and pneumonia cases using the proposed methods.
| Methods | Performance metrics (%) |
||||
|---|---|---|---|---|---|
| Accuracy | Sensitivity | Specificity | Precision | F1_Score | |
| SLB1 | 84.71 | 86.13 | 90.91 | 87.75 | 86.91 |
| SLB2 | 80.89 | 81.67 | 88.71 | 83.79 | 82.66 |
| SLB3 | 80.00 | 80.60 | 88.08 | 84.28 | 82.26 |
| SLB4 | 84.44 | 84.73 | 90.73 | 87.80 | 86.13 |
| FFB1 | 83.82 | 85.07 | 90.35 | 87.32 | 86.13 |
| FFB2 | 84.27 | 85.60 | 90.62 | 87.65 | 86.56 |
| FFB3 | 87.64 | 88.13 | 92.59 | 90.87 | 89.39 |
| FFB4 | 79.91 | 80.93 | 88.11 | 83.28 | 82.03 |
| FFB5 | 82.13 | 83.40 | 89.36 | 85.90 | 84.55 |
| FFB6 | 81.87 | 82.40 | 89.18 | 85.90 | 83.99 |